Overview
Brought to you by YData
Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 10000 |
| Missing cells | 2975 |
| Missing cells (%) | 1.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 7.1 MiB |
| Average record size in memory | 746.3 B |
Variable types
| Numeric | 16 |
|---|---|
| Text | 4 |
| Categorical | 1 |
| URL | 2 |
best_book_id is highly overall correlated with goodreads_book_id and 2 other fields | High correlation |
book_id is highly overall correlated with ratings_1 and 7 other fields | High correlation |
books_count is highly overall correlated with ratings_3 | High correlation |
goodreads_book_id is highly overall correlated with best_book_id and 2 other fields | High correlation |
original_publication_year is highly overall correlated with best_book_id and 2 other fields | High correlation |
ratings_1 is highly overall correlated with book_id and 7 other fields | High correlation |
ratings_2 is highly overall correlated with book_id and 7 other fields | High correlation |
ratings_3 is highly overall correlated with book_id and 8 other fields | High correlation |
ratings_4 is highly overall correlated with book_id and 7 other fields | High correlation |
ratings_5 is highly overall correlated with book_id and 7 other fields | High correlation |
ratings_count is highly overall correlated with book_id and 7 other fields | High correlation |
work_id is highly overall correlated with best_book_id and 2 other fields | High correlation |
work_ratings_count is highly overall correlated with book_id and 7 other fields | High correlation |
work_text_reviews_count is highly overall correlated with book_id and 7 other fields | High correlation |
language_code is highly imbalanced (73.7%) | Imbalance |
isbn has 700 (7.0%) missing values | Missing |
isbn13 has 585 (5.9%) missing values | Missing |
original_title has 585 (5.9%) missing values | Missing |
language_code has 1084 (10.8%) missing values | Missing |
ratings_1 is highly skewed (γ1 = 37.71159779) | Skewed |
book_id is uniformly distributed | Uniform |
book_id has unique values | Unique |
goodreads_book_id has unique values | Unique |
best_book_id has unique values | Unique |
work_id has unique values | Unique |
Reproduction
| Analysis started | 2024-12-11 17:24:57.545629 |
|---|---|
| Analysis finished | 2024-12-11 17:25:37.580847 |
| Duration | 40.04 seconds |
| Software version | ydata-profiling vv4.12.1 |
| Download configuration | config.json |
Variables
book_id
Real number (ℝ)
High correlation  Uniform  Unique 
| Distinct | 10000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5000.5 |
| Minimum | 1 |
|---|---|
| Maximum | 10000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 500.95 |
| Q1 | 2500.75 |
| median | 5000.5 |
| Q3 | 7500.25 |
| 95-th percentile | 9500.05 |
| Maximum | 10000 |
| Range | 9999 |
| Interquartile range (IQR) | 4999.5 |
Descriptive statistics
| Standard deviation | 2886.8957 |
|---|---|
| Coefficient of variation (CV) | 0.5773214 |
| Kurtosis | -1.2 |
| Mean | 5000.5 |
| Median Absolute Deviation (MAD) | 2500 |
| Skewness | 0 |
| Sum | 50005000 |
| Variance | 8334166.7 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 10000 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| Other values (9990) | 9990 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 10000 | 1 | |
| 9999 | 1 | |
| 9998 | 1 | |
| 9997 | 1 | |
| 9996 | 1 | |
| 9995 | 1 | |
| 9994 | 1 | |
| 9993 | 1 | |
| 9992 | 1 | |
| 9991 | 1 |
goodreads_book_id
Real number (ℝ)
High correlation  Unique 
| Distinct | 10000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5264696.5 |
| Minimum | 1 |
|---|---|
| Maximum | 33288638 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5804.6 |
| Q1 | 46275.75 |
| median | 394965.5 |
| Q3 | 9382225.2 |
| 95-th percentile | 22055280 |
| Maximum | 33288638 |
| Range | 33288637 |
| Interquartile range (IQR) | 9335949.5 |
Descriptive statistics
| Standard deviation | 7575461.9 |
|---|---|
| Coefficient of variation (CV) | 1.4389171 |
| Kurtosis | 0.68873226 |
| Mean | 5264696.5 |
| Median Absolute Deviation (MAD) | 388295 |
| Skewness | 1.3452531 |
| Sum | 5.2646965 × 1010 |
| Variance | 5.7387622 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8914 | 1 | < 0.1% |
| 2767052 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 41865 | 1 | < 0.1% |
| 2657 | 1 | < 0.1% |
| 4671 | 1 | < 0.1% |
| 11870085 | 1 | < 0.1% |
| 5907 | 1 | < 0.1% |
| 5107 | 1 | < 0.1% |
| 960 | 1 | < 0.1% |
| Other values (9990) | 9990 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 8 | 1 | |
| 10 | 1 | |
| 11 | 1 | |
| 13 | 1 | |
| 21 | 1 |
| Value | Count | Frequency (%) |
| 33288638 | 1 | |
| 32848471 | 1 | |
| 32075671 | 1 | |
| 31845516 | 1 | |
| 31538647 | 1 | |
| 31538635 | 1 | |
| 31538614 | 1 | |
| 31194270 | 1 | |
| 31176886 | 1 | |
| 31140847 | 1 |
best_book_id
Real number (ℝ)
High correlation  Unique 
| Distinct | 10000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5471213.6 |
| Minimum | 1 |
|---|---|
| Maximum | 35534230 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5935.8 |
| Q1 | 47911.75 |
| median | 425123.5 |
| Q3 | 9636112.5 |
| 95-th percentile | 22816426 |
| Maximum | 35534230 |
| Range | 35534229 |
| Interquartile range (IQR) | 9588200.8 |
Descriptive statistics
| Standard deviation | 7827329.9 |
|---|---|
| Coefficient of variation (CV) | 1.4306387 |
| Kurtosis | 0.7464968 |
| Mean | 5471213.6 |
| Median Absolute Deviation (MAD) | 418042 |
| Skewness | 1.3503132 |
| Sum | 5.4712136 × 1010 |
| Variance | 6.1267093 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8914 | 1 | < 0.1% |
| 2767052 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 41865 | 1 | < 0.1% |
| 2657 | 1 | < 0.1% |
| 4671 | 1 | < 0.1% |
| 11870085 | 1 | < 0.1% |
| 5907 | 1 | < 0.1% |
| 5107 | 1 | < 0.1% |
| 960 | 1 | < 0.1% |
| Other values (9990) | 9990 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 8 | 1 | |
| 10 | 1 | |
| 13 | 1 | |
| 21 | 1 | |
| 24 | 1 |
| Value | Count | Frequency (%) |
| 35534230 | 1 | |
| 35534215 | 1 | |
| 35036409 | 1 | |
| 34371311 | 1 | |
| 34324605 | 1 | |
| 33602148 | 1 | |
| 33586715 | 1 | |
| 33396914 | 1 | |
| 33393313 | 1 | |
| 33290408 | 1 |
work_id
Real number (ℝ)
High correlation  Unique 
| Distinct | 10000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8646183.4 |
| Minimum | 87 |
|---|---|
| Maximum | 56399597 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 87 |
|---|---|
| 5-th percentile | 58190.6 |
| Q1 | 1008841 |
| median | 2719524.5 |
| Q3 | 14517748 |
| 95-th percentile | 40852955 |
| Maximum | 56399597 |
| Range | 56399510 |
| Interquartile range (IQR) | 13508907 |
Descriptive statistics
| Standard deviation | 11751061 |
|---|---|
| Coefficient of variation (CV) | 1.3591038 |
| Kurtosis | 2.4941074 |
| Mean | 8646183.4 |
| Median Absolute Deviation (MAD) | 2394770.5 |
| Skewness | 1.7630534 |
| Sum | 8.6461834 × 1010 |
| Variance | 1.3808743 × 1014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11817 | 1 | < 0.1% |
| 2792775 | 1 | < 0.1% |
| 4640799 | 1 | < 0.1% |
| 3212258 | 1 | < 0.1% |
| 3275794 | 1 | < 0.1% |
| 245494 | 1 | < 0.1% |
| 16827462 | 1 | < 0.1% |
| 1540236 | 1 | < 0.1% |
| 3036731 | 1 | < 0.1% |
| 3338963 | 1 | < 0.1% |
| Other values (9990) | 9990 |
| Value | Count | Frequency (%) |
| 87 | 1 | |
| 98 | 1 | |
| 104 | 1 | |
| 114 | 1 | |
| 115 | 1 | |
| 141 | 1 | |
| 362 | 1 | |
| 387 | 1 | |
| 423 | 1 | |
| 434 | 1 |
| Value | Count | Frequency (%) |
| 56399597 | 1 | |
| 55548884 | 1 | |
| 55483783 | 1 | |
| 54007532 | 1 | |
| 53450421 | 1 | |
| 53292620 | 1 | |
| 52885176 | 1 | |
| 52218770 | 1 | |
| 52218734 | 1 | |
| 51814255 | 1 |
books_count
Real number (ℝ)
High correlation 
| Distinct | 597 |
|---|---|
| Distinct (%) | 6.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75.7127 |
| Minimum | 1 |
|---|---|
| Maximum | 3455 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 23 |
| median | 40 |
| Q3 | 67 |
| 95-th percentile | 215.05 |
| Maximum | 3455 |
| Range | 3454 |
| Interquartile range (IQR) | 44 |
Descriptive statistics
| Standard deviation | 170.47073 |
|---|---|
| Coefficient of variation (CV) | 2.2515473 |
| Kurtosis | 95.303049 |
| Mean | 75.7127 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 8.4100916 |
| Sum | 757127 |
| Variance | 29060.269 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25 | 186 | 1.9% |
| 24 | 174 | 1.7% |
| 18 | 163 | 1.6% |
| 20 | 162 | 1.6% |
| 30 | 161 | 1.6% |
| 33 | 157 | 1.6% |
| 27 | 157 | 1.6% |
| 37 | 157 | 1.6% |
| 19 | 154 | 1.5% |
| 14 | 153 | 1.5% |
| Other values (587) | 8376 |
| Value | Count | Frequency (%) |
| 1 | 39 | 0.4% |
| 2 | 53 | |
| 3 | 42 | 0.4% |
| 4 | 49 | |
| 5 | 71 | |
| 6 | 83 | |
| 7 | 88 | |
| 8 | 92 | |
| 9 | 94 | |
| 10 | 107 |
| Value | Count | Frequency (%) |
| 3455 | 1 | |
| 3296 | 1 | |
| 2618 | 1 | |
| 2573 | 1 | |
| 2568 | 1 | |
| 2498 | 1 | |
| 2448 | 1 | |
| 2380 | 1 | |
| 2303 | 1 | |
| 2277 | 1 |
isbn
Text
Missing 
| Distinct | 9300 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 700 |
| Missing (%) | 7.0% |
| Memory size | 622.9 KiB |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 9.1676344 |
| Min length | 7 |
Unique
| Unique | 9300 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 439023483 |
|---|---|
| 2nd row | 439554934 |
| 3rd row | 316015849 |
| 4th row | 61120081 |
| 5th row | 743273567 |
| Value | Count | Frequency (%) |
| 439023483 | 1 | < 0.1% |
| 439554934 | 1 | < 0.1% |
| 316015849 | 1 | < 0.1% |
| 61120081 | 1 | < 0.1% |
| 743273567 | 1 | < 0.1% |
| 525478817 | 1 | < 0.1% |
| 618260307 | 1 | < 0.1% |
| 316769177 | 1 | < 0.1% |
| 1416524797 | 1 | < 0.1% |
| 679783261 | 1 | < 0.1% |
| Other values (9290) | 9290 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 10582 | |
| 4 | 9942 | |
| 5 | 9363 | |
| 3 | 9036 | |
| 0 | 8916 | |
| 6 | 7835 | |
| 2 | 7805 | |
| 7 | 7381 | |
| 8 | 6847 | |
| 9 | 6738 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 85259 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 10582 | |
| 4 | 9942 | |
| 5 | 9363 | |
| 3 | 9036 | |
| 0 | 8916 | |
| 6 | 7835 | |
| 2 | 7805 | |
| 7 | 7381 | |
| 8 | 6847 | |
| 9 | 6738 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 85259 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 10582 | |
| 4 | 9942 | |
| 5 | 9363 | |
| 3 | 9036 | |
| 0 | 8916 | |
| 6 | 7835 | |
| 2 | 7805 | |
| 7 | 7381 | |
| 8 | 6847 | |
| 9 | 6738 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 85259 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 10582 | |
| 4 | 9942 | |
| 5 | 9363 | |
| 3 | 9036 | |
| 0 | 8916 | |
| 6 | 7835 | |
| 2 | 7805 | |
| 7 | 7381 | |
| 8 | 6847 | |
| 9 | 6738 |
isbn13
Real number (ℝ)
Missing 
| Distinct | 9153 |
|---|---|
| Distinct (%) | 97.2% |
| Missing | 585 |
| Missing (%) | 5.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.7550443 × 1012 |
| Minimum | 1.9517034 × 108 |
|---|---|
| Maximum | 9.7900077 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 1.9517034 × 108 |
|---|---|
| 5-th percentile | 9.7800609 × 1012 |
| Q1 | 9.7803162 × 1012 |
| median | 9.7804515 × 1012 |
| Q3 | 9.7808308 × 1012 |
| 95-th percentile | 9.7816114 × 1012 |
| Maximum | 9.7900077 × 1012 |
| Range | 9.7898125 × 1012 |
| Interquartile range (IQR) | 5.1458418 × 108 |
Descriptive statistics
| Standard deviation | 4.4286192 × 1011 |
|---|---|
| Coefficient of variation (CV) | 0.045398248 |
| Kurtosis | 323.64113 |
| Mean | 9.7550443 × 1012 |
| Median Absolute Deviation (MAD) | 2.9551778 × 108 |
| Skewness | -17.762289 |
| Sum | 9.1843742 × 1016 |
| Variance | 1.9612668 × 1023 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9.780061783 × 1012 | 2 | < 0.1% |
| 9.780385342 × 1012 | 2 | < 0.1% |
| 9.780983213 × 1012 | 2 | < 0.1% |
| 9.78054506 × 1012 | 2 | < 0.1% |
| 9.780394758 × 1012 | 2 | < 0.1% |
| 9.780061714 × 1012 | 2 | < 0.1% |
| 9.780670026 × 1012 | 2 | < 0.1% |
| 9.780312625 × 1012 | 2 | < 0.1% |
| 9.78006444 × 1012 | 2 | < 0.1% |
| 9.78067972 × 1012 | 2 | < 0.1% |
| Other values (9143) | 9395 | |
| (Missing) | 585 | 5.9% |
| Value | Count | Frequency (%) |
| 195170342 | 1 | |
| 2.598624752 × 1010 | 1 | |
| 3.180901474 × 1010 | 1 | |
| 7.678360942 × 1010 | 1 | |
| 9.789380659 × 1010 | 1 | |
| 6.308096811 × 1011 | 1 | |
| 6.355170805 × 1011 | 1 | |
| 6.45573003 × 1011 | 1 | |
| 1.230000006 × 1012 | 1 | |
| 2.940011081 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 9.790007672 × 1012 | 1 | |
| 9.789993912 × 1012 | 1 | |
| 9.789992196 × 1012 | 1 | |
| 9.789992196 × 1012 | 1 | |
| 9.789992196 × 1012 | 1 | |
| 9.789991374 × 1012 | 1 | |
| 9.789953891 × 1012 | 1 | |
| 9.789953891 × 1012 | 1 | |
| 9.789953891 × 1012 | 1 | |
| 9.789953891 × 1012 | 1 |
authors
Text
| Distinct | 4664 |
|---|---|
| Distinct (%) | 46.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 761.5 KiB |
Length
| Max length | 742 |
|---|---|
| Median length | 307 |
| Mean length | 18.5215 |
| Min length | 3 |
Unique
| Unique | 3321 ? |
|---|---|
| Unique (%) | 33.2% |
Sample
| 1st row | Suzanne Collins |
|---|---|
| 2nd row | J.K. Rowling, Mary GrandPré |
| 3rd row | Stephenie Meyer |
| 4th row | Harper Lee |
| 5th row | F. Scott Fitzgerald |
| Value | Count | Frequency (%) |
| john | 302 | 1.1% |
| james | 251 | 0.9% |
| david | 229 | 0.8% |
| robert | 193 | 0.7% |
| michael | 193 | 0.7% |
| stephen | 165 | 0.6% |
| richard | 132 | 0.5% |
| king | 112 | 0.4% |
| william | 108 | 0.4% |
| anne | 105 | 0.4% |
| Other values (6357) | 26432 |
Most occurring characters
| Value | Count | Frequency (%) |
| 18518 | 10.0% | |
| e | 16160 | 8.7% |
| a | 15524 | 8.4% |
| n | 12653 | 6.8% |
| r | 12128 | 6.5% |
| i | 10774 | 5.8% |
| o | 9085 | 4.9% |
| l | 8578 | 4.6% |
| s | 6475 | 3.5% |
| t | 6471 | 3.5% |
| Other values (223) | 68849 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 185215 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 18518 | 10.0% | |
| e | 16160 | 8.7% |
| a | 15524 | 8.4% |
| n | 12653 | 6.8% |
| r | 12128 | 6.5% |
| i | 10774 | 5.8% |
| o | 9085 | 4.9% |
| l | 8578 | 4.6% |
| s | 6475 | 3.5% |
| t | 6471 | 3.5% |
| Other values (223) | 68849 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 185215 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 18518 | 10.0% | |
| e | 16160 | 8.7% |
| a | 15524 | 8.4% |
| n | 12653 | 6.8% |
| r | 12128 | 6.5% |
| i | 10774 | 5.8% |
| o | 9085 | 4.9% |
| l | 8578 | 4.6% |
| s | 6475 | 3.5% |
| t | 6471 | 3.5% |
| Other values (223) | 68849 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 185215 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 18518 | 10.0% | |
| e | 16160 | 8.7% |
| a | 15524 | 8.4% |
| n | 12653 | 6.8% |
| r | 12128 | 6.5% |
| i | 10774 | 5.8% |
| o | 9085 | 4.9% |
| l | 8578 | 4.6% |
| s | 6475 | 3.5% |
| t | 6471 | 3.5% |
| Other values (223) | 68849 |
original_publication_year
Real number (ℝ)
High correlation 
| Distinct | 293 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 21 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1981.9877 |
| Minimum | -1750 |
|---|---|
| Maximum | 2017 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 31 |
| Negative (%) | 0.3% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | -1750 |
|---|---|
| 5-th percentile | 1922 |
| Q1 | 1990 |
| median | 2004 |
| Q3 | 2011 |
| 95-th percentile | 2015 |
| Maximum | 2017 |
| Range | 3767 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 152.57667 |
|---|---|
| Coefficient of variation (CV) | 0.076981642 |
| Kurtosis | 240.59653 |
| Mean | 1981.9877 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -14.755244 |
| Sum | 19778255 |
| Variance | 23279.639 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2012 | 568 | 5.7% |
| 2011 | 556 | 5.6% |
| 2013 | 518 | 5.2% |
| 2010 | 473 | 4.7% |
| 2014 | 437 | 4.4% |
| 2009 | 432 | 4.3% |
| 2008 | 383 | 3.8% |
| 2007 | 363 | 3.6% |
| 2006 | 362 | 3.6% |
| 2005 | 326 | 3.3% |
| Other values (283) | 5561 |
| Value | Count | Frequency (%) |
| -1750 | 1 | < 0.1% |
| -762 | 1 | < 0.1% |
| -750 | 2 | |
| -720 | 1 | < 0.1% |
| -560 | 1 | < 0.1% |
| -500 | 3 | |
| -476 | 1 | < 0.1% |
| -458 | 2 | |
| -441 | 1 | < 0.1% |
| -440 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2017 | 11 | 0.1% |
| 2016 | 198 | 2.0% |
| 2015 | 306 | |
| 2014 | 437 | |
| 2013 | 518 | |
| 2012 | 568 | |
| 2011 | 556 | |
| 2010 | 473 | |
| 2009 | 432 | |
| 2008 | 383 |
original_title
Text
Missing 
| Distinct | 9274 |
|---|---|
| Distinct (%) | 98.5% |
| Missing | 585 |
| Missing (%) | 5.9% |
| Memory size | 783.5 KiB |
Length
| Max length | 196 |
|---|---|
| Median length | 128 |
| Mean length | 22.997132 |
| Min length | 1 |
Unique
| Unique | 9151 ? |
|---|---|
| Unique (%) | 97.2% |
Sample
| 1st row | The Hunger Games |
|---|---|
| 2nd row | Harry Potter and the Philosopher's Stone |
| 3rd row | Twilight |
| 4th row | To Kill a Mockingbird |
| 5th row | The Great Gatsby |
| Value | Count | Frequency (%) |
| the | 4267 | 11.2% |
| of | 1818 | 4.8% |
| a | 854 | 2.2% |
| and | 734 | 1.9% |
| in | 450 | 1.2% |
| to | 394 | 1.0% |
| for | 212 | 0.6% |
| 1 | 206 | 0.5% |
| you | 179 | 0.5% |
| 166 | 0.4% | |
| Other values (9532) | 28905 |
Most occurring characters
| Value | Count | Frequency (%) |
| 29172 | 13.5% | |
| e | 21770 | 10.1% |
| o | 12948 | 6.0% |
| a | 11931 | 5.5% |
| n | 11158 | 5.2% |
| r | 11146 | 5.1% |
| i | 11134 | 5.1% |
| t | 10560 | 4.9% |
| s | 8491 | 3.9% |
| h | 8285 | 3.8% |
| Other values (623) | 79923 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 216518 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 29172 | 13.5% | |
| e | 21770 | 10.1% |
| o | 12948 | 6.0% |
| a | 11931 | 5.5% |
| n | 11158 | 5.2% |
| r | 11146 | 5.1% |
| i | 11134 | 5.1% |
| t | 10560 | 4.9% |
| s | 8491 | 3.9% |
| h | 8285 | 3.8% |
| Other values (623) | 79923 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 216518 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 29172 | 13.5% | |
| e | 21770 | 10.1% |
| o | 12948 | 6.0% |
| a | 11931 | 5.5% |
| n | 11158 | 5.2% |
| r | 11146 | 5.1% |
| i | 11134 | 5.1% |
| t | 10560 | 4.9% |
| s | 8491 | 3.9% |
| h | 8285 | 3.8% |
| Other values (623) | 79923 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 216518 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 29172 | 13.5% | |
| e | 21770 | 10.1% |
| o | 12948 | 6.0% |
| a | 11931 | 5.5% |
| n | 11158 | 5.2% |
| r | 11146 | 5.1% |
| i | 11134 | 5.1% |
| t | 10560 | 4.9% |
| s | 8491 | 3.9% |
| h | 8285 | 3.8% |
| Other values (623) | 79923 |
title
Text
| Distinct | 9964 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 881.7 KiB |
Length
| Max length | 186 |
|---|---|
| Median length | 120 |
| Mean length | 32.1462 |
| Min length | 2 |
Unique
| Unique | 9931 ? |
|---|---|
| Unique (%) | 99.3% |
Sample
| 1st row | The Hunger Games (The Hunger Games, #1) |
|---|---|
| 2nd row | Harry Potter and the Sorcerer's Stone (Harry Potter, #1) |
| 3rd row | Twilight (Twilight, #1) |
| 4th row | To Kill a Mockingbird |
| 5th row | The Great Gatsby |
| Value | Count | Frequency (%) |
| the | 5766 | 10.5% |
| of | 2385 | 4.3% |
| 1 | 1762 | 3.2% |
| a | 976 | 1.8% |
| and | 965 | 1.8% |
| 2 | 878 | 1.6% |
| 3 | 608 | 1.1% |
| in | 562 | 1.0% |
| to | 455 | 0.8% |
| 4 | 327 | 0.6% |
| Other values (9713) | 40308 |
Most occurring characters
| Value | Count | Frequency (%) |
| 45106 | 14.0% | |
| e | 29951 | 9.3% |
| o | 17536 | 5.5% |
| a | 16914 | 5.3% |
| r | 15946 | 5.0% |
| n | 15356 | 4.8% |
| i | 15249 | 4.7% |
| t | 13990 | 4.4% |
| s | 11777 | 3.7% |
| h | 11456 | 3.6% |
| Other values (188) | 128181 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 321462 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 45106 | 14.0% | |
| e | 29951 | 9.3% |
| o | 17536 | 5.5% |
| a | 16914 | 5.3% |
| r | 15946 | 5.0% |
| n | 15356 | 4.8% |
| i | 15249 | 4.7% |
| t | 13990 | 4.4% |
| s | 11777 | 3.7% |
| h | 11456 | 3.6% |
| Other values (188) | 128181 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 321462 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 45106 | 14.0% | |
| e | 29951 | 9.3% |
| o | 17536 | 5.5% |
| a | 16914 | 5.3% |
| r | 15946 | 5.0% |
| n | 15356 | 4.8% |
| i | 15249 | 4.7% |
| t | 13990 | 4.4% |
| s | 11777 | 3.7% |
| h | 11456 | 3.6% |
| Other values (188) | 128181 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 321462 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 45106 | 14.0% | |
| e | 29951 | 9.3% |
| o | 17536 | 5.5% |
| a | 16914 | 5.3% |
| r | 15946 | 5.0% |
| n | 15356 | 4.8% |
| i | 15249 | 4.7% |
| t | 13990 | 4.4% |
| s | 11777 | 3.7% |
| h | 11456 | 3.6% |
| Other values (188) | 128181 |
language_code
Categorical
Imbalance  Missing 
| Distinct | 25 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 1084 |
| Missing (%) | 10.8% |
| Memory size | 586.5 KiB |
| eng | |
|---|---|
| en-US | |
| en-GB | 257 |
| ara | 64 |
| en-CA | 58 |
| Other values (20) | 126 |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.5344325 |
| Min length | 2 |
Unique
| Unique | 7 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | eng |
|---|---|
| 2nd row | eng |
| 3rd row | en-US |
| 4th row | eng |
| 5th row | eng |
Common Values
| Value | Count | Frequency (%) |
| eng | 6341 | |
| en-US | 2070 | 20.7% |
| en-GB | 257 | 2.6% |
| ara | 64 | 0.6% |
| en-CA | 58 | 0.6% |
| fre | 25 | 0.2% |
| ind | 21 | 0.2% |
| spa | 20 | 0.2% |
| ger | 13 | 0.1% |
| jpn | 7 | 0.1% |
| Other values (15) | 40 | 0.4% |
| (Missing) | 1084 | 10.8% |
Length
| Value | Count | Frequency (%) |
| eng | 6341 | |
| en-us | 2070 | 23.2% |
| en-gb | 257 | 2.9% |
| ara | 64 | 0.7% |
| en-ca | 58 | 0.7% |
| fre | 25 | 0.3% |
| ind | 21 | 0.2% |
| spa | 20 | 0.2% |
| ger | 13 | 0.1% |
| jpn | 7 | 0.1% |
| Other values (15) | 40 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 8777 | |
| n | 8765 | |
| g | 6354 | |
| - | 2385 | 7.6% |
| U | 2070 | 6.6% |
| S | 2070 | 6.6% |
| G | 257 | 0.8% |
| B | 257 | 0.8% |
| a | 153 | 0.5% |
| r | 121 | 0.4% |
| Other values (15) | 304 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 31513 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 8777 | |
| n | 8765 | |
| g | 6354 | |
| - | 2385 | 7.6% |
| U | 2070 | 6.6% |
| S | 2070 | 6.6% |
| G | 257 | 0.8% |
| B | 257 | 0.8% |
| a | 153 | 0.5% |
| r | 121 | 0.4% |
| Other values (15) | 304 | 1.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 31513 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 8777 | |
| n | 8765 | |
| g | 6354 | |
| - | 2385 | 7.6% |
| U | 2070 | 6.6% |
| S | 2070 | 6.6% |
| G | 257 | 0.8% |
| B | 257 | 0.8% |
| a | 153 | 0.5% |
| r | 121 | 0.4% |
| Other values (15) | 304 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 31513 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 8777 | |
| n | 8765 | |
| g | 6354 | |
| - | 2385 | 7.6% |
| U | 2070 | 6.6% |
| S | 2070 | 6.6% |
| G | 257 | 0.8% |
| B | 257 | 0.8% |
| a | 153 | 0.5% |
| r | 121 | 0.4% |
| Other values (15) | 304 | 1.0% |
average_rating
Real number (ℝ)
| Distinct | 184 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.002191 |
| Minimum | 2.47 |
|---|---|
| Maximum | 4.82 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 2.47 |
|---|---|
| 5-th percentile | 3.56 |
| Q1 | 3.85 |
| median | 4.02 |
| Q3 | 4.18 |
| 95-th percentile | 4.38 |
| Maximum | 4.82 |
| Range | 2.35 |
| Interquartile range (IQR) | 0.33 |
Descriptive statistics
| Standard deviation | 0.25442748 |
|---|---|
| Coefficient of variation (CV) | 0.063572049 |
| Kurtosis | 0.88211881 |
| Mean | 4.002191 |
| Median Absolute Deviation (MAD) | 0.16 |
| Skewness | -0.51161702 |
| Sum | 40021.91 |
| Variance | 0.064733343 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.94 | 187 | 1.9% |
| 3.98 | 180 | 1.8% |
| 4.16 | 178 | 1.8% |
| 4.07 | 173 | 1.7% |
| 4.04 | 173 | 1.7% |
| 4.12 | 172 | 1.7% |
| 3.95 | 166 | 1.7% |
| 4.14 | 165 | 1.7% |
| 3.93 | 164 | 1.6% |
| 4.11 | 164 | 1.6% |
| Other values (174) | 8278 |
| Value | Count | Frequency (%) |
| 2.47 | 1 | < 0.1% |
| 2.67 | 1 | < 0.1% |
| 2.76 | 1 | < 0.1% |
| 2.8 | 2 | |
| 2.84 | 3 | |
| 2.93 | 2 | |
| 2.96 | 1 | < 0.1% |
| 2.97 | 1 | < 0.1% |
| 2.98 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4.82 | 1 | < 0.1% |
| 4.77 | 2 | |
| 4.76 | 2 | |
| 4.75 | 1 | < 0.1% |
| 4.74 | 2 | |
| 4.73 | 3 | |
| 4.72 | 2 | |
| 4.71 | 3 | |
| 4.68 | 1 | < 0.1% |
| 4.67 | 2 |
ratings_count
Real number (ℝ)
High correlation 
| Distinct | 9003 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54001.235 |
| Minimum | 2716 |
|---|---|
| Maximum | 4780653 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 2716 |
|---|---|
| 5-th percentile | 9209.95 |
| Q1 | 13568.75 |
| median | 21155.5 |
| Q3 | 41053.5 |
| 95-th percentile | 170454.9 |
| Maximum | 4780653 |
| Range | 4777937 |
| Interquartile range (IQR) | 27484.75 |
Descriptive statistics
| Standard deviation | 157369.96 |
|---|---|
| Coefficient of variation (CV) | 2.9141918 |
| Kurtosis | 258.7461 |
| Mean | 54001.235 |
| Median Absolute Deviation (MAD) | 9527.5 |
| Skewness | 13.058897 |
| Sum | 5.4001235 × 108 |
| Variance | 2.4765303 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9081 | 5 | 0.1% |
| 14860 | 4 | < 0.1% |
| 15362 | 4 | < 0.1% |
| 11985 | 4 | < 0.1% |
| 12510 | 4 | < 0.1% |
| 10729 | 4 | < 0.1% |
| 18655 | 3 | < 0.1% |
| 13562 | 3 | < 0.1% |
| 32490 | 3 | < 0.1% |
| 19210 | 3 | < 0.1% |
| Other values (8993) | 9963 |
| Value | Count | Frequency (%) |
| 2716 | 1 | |
| 2773 | 1 | |
| 3200 | 1 | |
| 3427 | 1 | |
| 3508 | 1 | |
| 3799 | 1 | |
| 4225 | 1 | |
| 4281 | 1 | |
| 4513 | 1 | |
| 4528 | 1 |
| Value | Count | Frequency (%) |
| 4780653 | 1 | |
| 4602479 | 1 | |
| 3866839 | 1 | |
| 3198671 | 1 | |
| 2683664 | 1 | |
| 2346404 | 1 | |
| 2071616 | 1 | |
| 2044241 | 1 | |
| 2035490 | 1 | |
| 2001311 | 1 |
work_ratings_count
Real number (ℝ)
High correlation 
| Distinct | 9053 |
|---|---|
| Distinct (%) | 90.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59687.322 |
| Minimum | 5510 |
|---|---|
| Maximum | 4942365 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 5510 |
|---|---|
| 5-th percentile | 10880.9 |
| Q1 | 15438.75 |
| median | 23832.5 |
| Q3 | 45915 |
| 95-th percentile | 187182.75 |
| Maximum | 4942365 |
| Range | 4936855 |
| Interquartile range (IQR) | 30476.25 |
Descriptive statistics
| Standard deviation | 167803.79 |
|---|---|
| Coefficient of variation (CV) | 2.8113807 |
| Kurtosis | 234.07198 |
| Mean | 59687.322 |
| Median Absolute Deviation (MAD) | 10450 |
| Skewness | 12.414522 |
| Sum | 5.9687322 × 108 |
| Variance | 2.815811 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12882 | 5 | 0.1% |
| 15443 | 4 | < 0.1% |
| 17018 | 4 | < 0.1% |
| 13975 | 4 | < 0.1% |
| 13740 | 4 | < 0.1% |
| 13787 | 4 | < 0.1% |
| 11472 | 4 | < 0.1% |
| 18509 | 3 | < 0.1% |
| 16847 | 3 | < 0.1% |
| 29204 | 3 | < 0.1% |
| Other values (9043) | 9962 |
| Value | Count | Frequency (%) |
| 5510 | 1 | |
| 6323 | 1 | |
| 6823 | 1 | |
| 7045 | 1 | |
| 7353 | 1 | |
| 7410 | 1 | |
| 7437 | 1 | |
| 7735 | 1 | |
| 7825 | 1 | |
| 7845 | 1 |
| Value | Count | Frequency (%) |
| 4942365 | 1 | |
| 4800065 | 1 | |
| 3916824 | 1 | |
| 3340896 | 1 | |
| 2773745 | 1 | |
| 2478609 | 1 | |
| 2216814 | 1 | |
| 2196809 | 1 | |
| 2191465 | 1 | |
| 2120637 | 1 |
work_text_reviews_count
Real number (ℝ)
High correlation 
| Distinct | 4581 |
|---|---|
| Distinct (%) | 45.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2919.9553 |
| Minimum | 3 |
|---|---|
| Maximum | 155254 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 212 |
| Q1 | 694 |
| median | 1402 |
| Q3 | 2744.25 |
| 95-th percentile | 9959.05 |
| Maximum | 155254 |
| Range | 155251 |
| Interquartile range (IQR) | 2050.25 |
Descriptive statistics
| Standard deviation | 6124.3781 |
|---|---|
| Coefficient of variation (CV) | 2.0974219 |
| Kurtosis | 134.04687 |
| Mean | 2919.9553 |
| Median Absolute Deviation (MAD) | 852 |
| Skewness | 9.130198 |
| Sum | 29199553 |
| Variance | 37508007 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 272 | 12 | 0.1% |
| 1207 | 11 | 0.1% |
| 330 | 11 | 0.1% |
| 652 | 11 | 0.1% |
| 575 | 10 | 0.1% |
| 544 | 10 | 0.1% |
| 584 | 10 | 0.1% |
| 671 | 9 | 0.1% |
| 767 | 9 | 0.1% |
| 504 | 9 | 0.1% |
| Other values (4571) | 9898 |
| Value | Count | Frequency (%) |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
| 24 | 2 | |
| 25 | 3 | |
| 26 | 1 | < 0.1% |
| 27 | 1 | < 0.1% |
| 28 | 2 |
| Value | Count | Frequency (%) |
| 155254 | 1 | |
| 140739 | 1 | |
| 121614 | 1 | |
| 101023 | 1 | |
| 96274 | 1 | |
| 95009 | 1 | |
| 93611 | 1 | |
| 93600 | 1 | |
| 88538 | 1 | |
| 78204 | 1 |
ratings_1
Real number (ℝ)
High correlation  Skewed 
| Distinct | 2630 |
|---|---|
| Distinct (%) | 26.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1345.0406 |
| Minimum | 11 |
|---|---|
| Maximum | 456191 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 86 |
| Q1 | 196 |
| median | 391 |
| Q3 | 885 |
| 95-th percentile | 4223.6 |
| Maximum | 456191 |
| Range | 456180 |
| Interquartile range (IQR) | 689 |
Descriptive statistics
| Standard deviation | 6635.6263 |
|---|---|
| Coefficient of variation (CV) | 4.9334022 |
| Kurtosis | 2289.6143 |
| Mean | 1345.0406 |
| Median Absolute Deviation (MAD) | 244 |
| Skewness | 37.711598 |
| Sum | 13450406 |
| Variance | 44031536 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 145 | 29 | 0.3% |
| 197 | 27 | 0.3% |
| 114 | 27 | 0.3% |
| 121 | 27 | 0.3% |
| 268 | 26 | 0.3% |
| 149 | 26 | 0.3% |
| 120 | 26 | 0.3% |
| 186 | 25 | 0.2% |
| 161 | 24 | 0.2% |
| 243 | 24 | 0.2% |
| Other values (2620) | 9739 |
| Value | Count | Frequency (%) |
| 11 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 19 | 3 | |
| 20 | 3 | |
| 22 | 2 | |
| 23 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 456191 | 1 | |
| 165455 | 1 | |
| 109383 | 1 | |
| 102837 | 1 | |
| 100994 | 1 | |
| 100373 | 1 | |
| 92779 | 1 | |
| 86236 | 1 | |
| 83094 | 1 | |
| 77841 | 1 |
ratings_2
Real number (ℝ)
High correlation 
| Distinct | 4117 |
|---|---|
| Distinct (%) | 41.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3110.885 |
| Minimum | 30 |
|---|---|
| Maximum | 436802 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 315 |
| Q1 | 656 |
| median | 1163 |
| Q3 | 2353.25 |
| 95-th percentile | 10416.9 |
| Maximum | 436802 |
| Range | 436772 |
| Interquartile range (IQR) | 1697.25 |
Descriptive statistics
| Standard deviation | 9717.1236 |
|---|---|
| Coefficient of variation (CV) | 3.1235882 |
| Kurtosis | 494.06574 |
| Mean | 3110.885 |
| Median Absolute Deviation (MAD) | 633.5 |
| Skewness | 16.492711 |
| Sum | 31108850 |
| Variance | 94422491 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 636 | 15 | 0.1% |
| 600 | 13 | 0.1% |
| 380 | 13 | 0.1% |
| 581 | 13 | 0.1% |
| 492 | 13 | 0.1% |
| 770 | 12 | 0.1% |
| 472 | 12 | 0.1% |
| 496 | 12 | 0.1% |
| 432 | 12 | 0.1% |
| 658 | 12 | 0.1% |
| Other values (4107) | 9873 |
| Value | Count | Frequency (%) |
| 30 | 1 | |
| 40 | 1 | |
| 53 | 1 | |
| 57 | 1 | |
| 61 | 2 | |
| 62 | 1 | |
| 66 | 1 | |
| 69 | 1 | |
| 77 | 1 | |
| 83 | 1 |
| Value | Count | Frequency (%) |
| 436802 | 1 | |
| 197621 | 1 | |
| 185520 | 1 | |
| 160660 | 1 | |
| 160295 | 1 | |
| 153179 | 1 | |
| 152293 | 1 | |
| 149549 | 1 | |
| 145740 | 1 | |
| 135147 | 1 |
ratings_3
Real number (ℝ)
High correlation 
| Distinct | 6972 |
|---|---|
| Distinct (%) | 69.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11475.894 |
| Minimum | 323 |
|---|---|
| Maximum | 793319 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 323 |
|---|---|
| 5-th percentile | 1774.95 |
| Q1 | 3112 |
| median | 4894 |
| Q3 | 9287 |
| 95-th percentile | 37298.5 |
| Maximum | 793319 |
| Range | 792996 |
| Interquartile range (IQR) | 6175 |
Descriptive statistics
| Standard deviation | 28546.449 |
|---|---|
| Coefficient of variation (CV) | 2.4875142 |
| Kurtosis | 160.8281 |
| Mean | 11475.894 |
| Median Absolute Deviation (MAD) | 2260 |
| Skewness | 10.399466 |
| Sum | 1.1475894 × 108 |
| Variance | 8.1489976 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3200 | 8 | 0.1% |
| 3016 | 6 | 0.1% |
| 4518 | 6 | 0.1% |
| 2643 | 6 | 0.1% |
| 3704 | 6 | 0.1% |
| 2593 | 6 | 0.1% |
| 3261 | 6 | 0.1% |
| 4059 | 6 | 0.1% |
| 2442 | 6 | 0.1% |
| 3876 | 6 | 0.1% |
| Other values (6962) | 9938 |
| Value | Count | Frequency (%) |
| 323 | 1 | |
| 367 | 1 | |
| 384 | 1 | |
| 408 | 1 | |
| 463 | 1 | |
| 514 | 1 | |
| 570 | 1 | |
| 589 | 1 | |
| 638 | 1 | |
| 666 | 1 |
| Value | Count | Frequency (%) |
| 793319 | 1 | |
| 606158 | 1 | |
| 560092 | 1 | |
| 458429 | 1 | |
| 455042 | 1 | |
| 455024 | 1 | |
| 452673 | 1 | |
| 446835 | 1 | |
| 433432 | 1 | |
| 425648 | 1 |
ratings_4
Real number (ℝ)
High correlation 
| Distinct | 7762 |
|---|---|
| Distinct (%) | 77.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19965.697 |
| Minimum | 750 |
|---|---|
| Maximum | 1481305 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 750 |
|---|---|
| 5-th percentile | 3449.85 |
| Q1 | 5405.75 |
| median | 8269.5 |
| Q3 | 16023.5 |
| 95-th percentile | 63914.8 |
| Maximum | 1481305 |
| Range | 1480555 |
| Interquartile range (IQR) | 10617.75 |
Descriptive statistics
| Standard deviation | 51447.358 |
|---|---|
| Coefficient of variation (CV) | 2.5767875 |
| Kurtosis | 174.02564 |
| Mean | 19965.697 |
| Median Absolute Deviation (MAD) | 3675 |
| Skewness | 10.806903 |
| Sum | 1.9965697 × 108 |
| Variance | 2.6468307 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5070 | 6 | 0.1% |
| 5692 | 6 | 0.1% |
| 6277 | 6 | 0.1% |
| 6749 | 6 | 0.1% |
| 3894 | 6 | 0.1% |
| 6382 | 5 | 0.1% |
| 5376 | 5 | 0.1% |
| 7936 | 5 | 0.1% |
| 7489 | 5 | 0.1% |
| 5308 | 5 | 0.1% |
| Other values (7752) | 9945 |
| Value | Count | Frequency (%) |
| 750 | 1 | |
| 872 | 1 | |
| 891 | 1 | |
| 1107 | 1 | |
| 1152 | 1 | |
| 1363 | 1 | |
| 1365 | 1 | |
| 1381 | 1 | |
| 1435 | 1 | |
| 1519 | 1 |
| Value | Count | Frequency (%) |
| 1481305 | 1 | |
| 1156318 | 1 | |
| 1001952 | 1 | |
| 936012 | 1 | |
| 875073 | 1 | |
| 716569 | 1 | |
| 698642 | 1 | |
| 698471 | 1 | |
| 692021 | 1 | |
| 687238 | 1 |
ratings_5
Real number (ℝ)
High correlation 
| Distinct | 8103 |
|---|---|
| Distinct (%) | 81.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23789.806 |
| Minimum | 754 |
|---|---|
| Maximum | 3011543 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 754 |
|---|---|
| 5-th percentile | 2939.95 |
| Q1 | 5334 |
| median | 8836 |
| Q3 | 17304.5 |
| 95-th percentile | 74148.8 |
| Maximum | 3011543 |
| Range | 3010789 |
| Interquartile range (IQR) | 11970.5 |
Descriptive statistics
| Standard deviation | 79768.886 |
|---|---|
| Coefficient of variation (CV) | 3.3530701 |
| Kurtosis | 419.88093 |
| Mean | 23789.806 |
| Median Absolute Deviation (MAD) | 4397.5 |
| Skewness | 16.373531 |
| Sum | 2.3789806 × 108 |
| Variance | 6.3630751 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4541 | 6 | 0.1% |
| 5542 | 5 | 0.1% |
| 4525 | 5 | 0.1% |
| 6061 | 5 | 0.1% |
| 4488 | 5 | 0.1% |
| 5653 | 5 | 0.1% |
| 4901 | 5 | 0.1% |
| 5475 | 5 | 0.1% |
| 3604 | 5 | 0.1% |
| 4314 | 5 | 0.1% |
| Other values (8093) | 9949 |
| Value | Count | Frequency (%) |
| 754 | 1 | |
| 781 | 1 | |
| 788 | 1 | |
| 849 | 1 | |
| 862 | 1 | |
| 885 | 1 | |
| 1001 | 1 | |
| 1030 | 1 | |
| 1056 | 1 | |
| 1076 | 1 |
| Value | Count | Frequency (%) |
| 3011543 | 1 | |
| 2706317 | 1 | |
| 1714267 | 1 | |
| 1355439 | 1 | |
| 1318227 | 1 | |
| 1311871 | 1 | |
| 1266670 | 1 | |
| 1195045 | 1 | |
| 1161491 | 1 | |
| 1155673 | 1 |
image_url
URL
| Distinct | 6669 |
|---|---|
| Distinct (%) | 66.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| https://s.gr-assets.com/assets/nophoto/book/111x148-bcc042a9c91a29c1d680899eff700a03.png | |
|---|---|
| https://images.gr-assets.com/books/1494428973m/43641.jpg | 1 |
| https://images.gr-assets.com/books/1421696237m/17901125.jpg | 1 |
| https://images.gr-assets.com/books/1329259095m/263173.jpg | 1 |
| https://images.gr-assets.com/books/1387141547m/2.jpg | 1 |
| Other values (6664) |
| Value | Count | Frequency (%) |
| https://s.gr-assets.com/assets/nophoto/book/111x148-bcc042a9c91a29c1d680899eff700a03.png | 3332 | |
| https://images.gr-assets.com/books/1494428973m/43641.jpg | 1 | < 0.1% |
| https://images.gr-assets.com/books/1421696237m/17901125.jpg | 1 | < 0.1% |
| https://images.gr-assets.com/books/1329259095m/263173.jpg | 1 | < 0.1% |
| https://images.gr-assets.com/books/1387141547m/2.jpg | 1 | < 0.1% |
| https://images.gr-assets.com/books/1403194704m/8914.jpg | 1 | < 0.1% |
| https://images.gr-assets.com/books/1447303603m/2767052.jpg | 1 | < 0.1% |
| https://images.gr-assets.com/books/1474154022m/3.jpg | 1 | < 0.1% |
| https://images.gr-assets.com/books/1361039443m/41865.jpg | 1 | < 0.1% |
| https://images.gr-assets.com/books/1361975680m/2657.jpg | 1 | < 0.1% |
| Other values (6659) | 6659 |
| Value | Count | Frequency (%) |
| https | 10000 |
| Value | Count | Frequency (%) |
| images.gr-assets.com | 6668 | |
| s.gr-assets.com | 3332 |
| Value | Count | Frequency (%) |
| /assets/nophoto/book/111x148-bcc042a9c91a29c1d680899eff700a03.png | 3332 | |
| /books/1494428973m/43641.jpg | 1 | < 0.1% |
| /books/1421696237m/17901125.jpg | 1 | < 0.1% |
| /books/1329259095m/263173.jpg | 1 | < 0.1% |
| /books/1387141547m/2.jpg | 1 | < 0.1% |
| /books/1403194704m/8914.jpg | 1 | < 0.1% |
| /books/1447303603m/2767052.jpg | 1 | < 0.1% |
| /books/1474154022m/3.jpg | 1 | < 0.1% |
| /books/1361039443m/41865.jpg | 1 | < 0.1% |
| /books/1361975680m/2657.jpg | 1 | < 0.1% |
| Other values (6659) | 6659 |
| Value | Count | Frequency (%) |
| 10000 |
| Value | Count | Frequency (%) |
| 10000 |
| Distinct | 6669 |
|---|---|
| Distinct (%) | 66.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| https://s.gr-assets.com/assets/nophoto/book/50x75-a91bf249278a81aabab721ef782c4a74.png | |
|---|---|
| https://images.gr-assets.com/books/1494428973s/43641.jpg | 1 |
| https://images.gr-assets.com/books/1421696237s/17901125.jpg | 1 |
| https://images.gr-assets.com/books/1329259095s/263173.jpg | 1 |
| https://images.gr-assets.com/books/1387141547s/2.jpg | 1 |
| Other values (6664) |
| Value | Count | Frequency (%) |
| https://s.gr-assets.com/assets/nophoto/book/50x75-a91bf249278a81aabab721ef782c4a74.png | 3332 | |
| https://images.gr-assets.com/books/1494428973s/43641.jpg | 1 | < 0.1% |
| https://images.gr-assets.com/books/1421696237s/17901125.jpg | 1 | < 0.1% |
| https://images.gr-assets.com/books/1329259095s/263173.jpg | 1 | < 0.1% |
| https://images.gr-assets.com/books/1387141547s/2.jpg | 1 | < 0.1% |
| https://images.gr-assets.com/books/1403194704s/8914.jpg | 1 | < 0.1% |
| https://images.gr-assets.com/books/1447303603s/2767052.jpg | 1 | < 0.1% |
| https://images.gr-assets.com/books/1474154022s/3.jpg | 1 | < 0.1% |
| https://images.gr-assets.com/books/1361039443s/41865.jpg | 1 | < 0.1% |
| https://images.gr-assets.com/books/1361975680s/2657.jpg | 1 | < 0.1% |
| Other values (6659) | 6659 |
| Value | Count | Frequency (%) |
| https | 10000 |
| Value | Count | Frequency (%) |
| images.gr-assets.com | 6668 | |
| s.gr-assets.com | 3332 |
| Value | Count | Frequency (%) |
| /assets/nophoto/book/50x75-a91bf249278a81aabab721ef782c4a74.png | 3332 | |
| /books/1494428973s/43641.jpg | 1 | < 0.1% |
| /books/1421696237s/17901125.jpg | 1 | < 0.1% |
| /books/1329259095s/263173.jpg | 1 | < 0.1% |
| /books/1387141547s/2.jpg | 1 | < 0.1% |
| /books/1403194704s/8914.jpg | 1 | < 0.1% |
| /books/1447303603s/2767052.jpg | 1 | < 0.1% |
| /books/1474154022s/3.jpg | 1 | < 0.1% |
| /books/1361039443s/41865.jpg | 1 | < 0.1% |
| /books/1361975680s/2657.jpg | 1 | < 0.1% |
| Other values (6659) | 6659 |
| Value | Count | Frequency (%) |
| 10000 |
| Value | Count | Frequency (%) |
| 10000 |
Interactions
Correlations
| average_rating | best_book_id | book_id | books_count | goodreads_book_id | isbn13 | language_code | original_publication_year | ratings_1 | ratings_2 | ratings_3 | ratings_4 | ratings_5 | ratings_count | work_id | work_ratings_count | work_text_reviews_count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| average_rating | 1.000 | 0.042 | -0.036 | -0.184 | 0.040 | 0.103 | 0.030 | -0.027 | -0.357 | -0.470 | -0.330 | 0.014 | 0.411 | 0.079 | -0.035 | 0.065 | -0.151 |
| best_book_id | 0.042 | 1.000 | 0.170 | -0.389 | 0.981 | 0.126 | 0.076 | 0.775 | -0.025 | -0.100 | -0.151 | -0.098 | -0.090 | -0.149 | 0.724 | -0.100 | 0.254 |
| book_id | -0.036 | 0.170 | 1.000 | -0.458 | 0.180 | 0.045 | 0.021 | 0.109 | -0.716 | -0.762 | -0.859 | -0.918 | -0.857 | -0.937 | 0.051 | -0.950 | -0.605 |
| books_count | -0.184 | -0.389 | -0.458 | 1.000 | -0.401 | -0.151 | 0.000 | -0.433 | 0.310 | 0.437 | 0.512 | 0.477 | 0.307 | 0.393 | -0.224 | 0.435 | 0.282 |
| goodreads_book_id | 0.040 | 0.981 | 0.180 | -0.401 | 1.000 | 0.128 | 0.080 | 0.788 | -0.033 | -0.109 | -0.160 | -0.108 | -0.099 | -0.154 | 0.735 | -0.110 | 0.247 |
| isbn13 | 0.103 | 0.126 | 0.045 | -0.151 | 0.128 | 1.000 | 0.110 | 0.105 | -0.031 | -0.086 | -0.114 | -0.079 | -0.009 | -0.064 | 0.073 | -0.061 | -0.045 |
| language_code | 0.030 | 0.076 | 0.021 | 0.000 | 0.080 | 0.110 | 1.000 | 0.095 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.069 | 0.000 | 0.000 |
| original_publication_year | -0.027 | 0.775 | 0.109 | -0.433 | 0.788 | 0.105 | 0.095 | 1.000 | 0.024 | -0.026 | -0.070 | -0.012 | -0.066 | -0.074 | 0.723 | -0.034 | 0.376 |
| ratings_1 | -0.357 | -0.025 | -0.716 | 0.310 | -0.033 | -0.031 | 0.000 | 0.024 | 1.000 | 0.924 | 0.783 | 0.637 | 0.545 | 0.701 | 0.070 | 0.707 | 0.630 |
| ratings_2 | -0.470 | -0.100 | -0.762 | 0.437 | -0.109 | -0.086 | 0.000 | -0.026 | 0.924 | 1.000 | 0.927 | 0.740 | 0.534 | 0.759 | 0.031 | 0.773 | 0.657 |
| ratings_3 | -0.330 | -0.151 | -0.859 | 0.512 | -0.160 | -0.114 | 0.000 | -0.070 | 0.783 | 0.927 | 1.000 | 0.894 | 0.656 | 0.872 | -0.007 | 0.890 | 0.655 |
| ratings_4 | 0.014 | -0.098 | -0.918 | 0.477 | -0.108 | -0.079 | 0.000 | -0.012 | 0.637 | 0.740 | 0.894 | 1.000 | 0.845 | 0.940 | 0.042 | 0.969 | 0.702 |
| ratings_5 | 0.411 | -0.090 | -0.857 | 0.307 | -0.099 | -0.009 | 0.000 | -0.066 | 0.545 | 0.534 | 0.656 | 0.845 | 1.000 | 0.905 | -0.013 | 0.908 | 0.524 |
| ratings_count | 0.079 | -0.149 | -0.937 | 0.393 | -0.154 | -0.064 | 0.000 | -0.074 | 0.701 | 0.759 | 0.872 | 0.940 | 0.905 | 1.000 | -0.030 | 0.982 | 0.613 |
| work_id | -0.035 | 0.724 | 0.051 | -0.224 | 0.735 | 0.073 | 0.069 | 0.723 | 0.070 | 0.031 | -0.007 | 0.042 | -0.013 | -0.030 | 1.000 | 0.023 | 0.365 |
| work_ratings_count | 0.065 | -0.100 | -0.950 | 0.435 | -0.110 | -0.061 | 0.000 | -0.034 | 0.707 | 0.773 | 0.890 | 0.969 | 0.908 | 0.982 | 0.023 | 1.000 | 0.671 |
| work_text_reviews_count | -0.151 | 0.254 | -0.605 | 0.282 | 0.247 | -0.045 | 0.000 | 0.376 | 0.630 | 0.657 | 0.655 | 0.702 | 0.524 | 0.613 | 0.365 | 0.671 | 1.000 |
Missing values
Sample
| book_id | goodreads_book_id | best_book_id | work_id | books_count | isbn | isbn13 | authors | original_publication_year | original_title | title | language_code | average_rating | ratings_count | work_ratings_count | work_text_reviews_count | ratings_1 | ratings_2 | ratings_3 | ratings_4 | ratings_5 | image_url | small_image_url | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 2767052 | 2767052 | 2792775 | 272 | 439023483 | 9.780439e+12 | Suzanne Collins | 2008.0 | The Hunger Games | The Hunger Games (The Hunger Games, #1) | eng | 4.34 | 4780653 | 4942365 | 155254 | 66715 | 127936 | 560092 | 1481305 | 2706317 | https://images.gr-assets.com/books/1447303603m/2767052.jpg | https://images.gr-assets.com/books/1447303603s/2767052.jpg |
| 1 | 2 | 3 | 3 | 4640799 | 491 | 439554934 | 9.780440e+12 | J.K. Rowling, Mary GrandPré | 1997.0 | Harry Potter and the Philosopher's Stone | Harry Potter and the Sorcerer's Stone (Harry Potter, #1) | eng | 4.44 | 4602479 | 4800065 | 75867 | 75504 | 101676 | 455024 | 1156318 | 3011543 | https://images.gr-assets.com/books/1474154022m/3.jpg | https://images.gr-assets.com/books/1474154022s/3.jpg |
| 2 | 3 | 41865 | 41865 | 3212258 | 226 | 316015849 | 9.780316e+12 | Stephenie Meyer | 2005.0 | Twilight | Twilight (Twilight, #1) | en-US | 3.57 | 3866839 | 3916824 | 95009 | 456191 | 436802 | 793319 | 875073 | 1355439 | https://images.gr-assets.com/books/1361039443m/41865.jpg | https://images.gr-assets.com/books/1361039443s/41865.jpg |
| 3 | 4 | 2657 | 2657 | 3275794 | 487 | 61120081 | 9.780061e+12 | Harper Lee | 1960.0 | To Kill a Mockingbird | To Kill a Mockingbird | eng | 4.25 | 3198671 | 3340896 | 72586 | 60427 | 117415 | 446835 | 1001952 | 1714267 | https://images.gr-assets.com/books/1361975680m/2657.jpg | https://images.gr-assets.com/books/1361975680s/2657.jpg |
| 4 | 5 | 4671 | 4671 | 245494 | 1356 | 743273567 | 9.780743e+12 | F. Scott Fitzgerald | 1925.0 | The Great Gatsby | The Great Gatsby | eng | 3.89 | 2683664 | 2773745 | 51992 | 86236 | 197621 | 606158 | 936012 | 947718 | https://images.gr-assets.com/books/1490528560m/4671.jpg | https://images.gr-assets.com/books/1490528560s/4671.jpg |
| 5 | 6 | 11870085 | 11870085 | 16827462 | 226 | 525478817 | 9.780525e+12 | John Green | 2012.0 | The Fault in Our Stars | The Fault in Our Stars | eng | 4.26 | 2346404 | 2478609 | 140739 | 47994 | 92723 | 327550 | 698471 | 1311871 | https://images.gr-assets.com/books/1360206420m/11870085.jpg | https://images.gr-assets.com/books/1360206420s/11870085.jpg |
| 6 | 7 | 5907 | 5907 | 1540236 | 969 | 618260307 | 9.780618e+12 | J.R.R. Tolkien | 1937.0 | The Hobbit or There and Back Again | The Hobbit | en-US | 4.25 | 2071616 | 2196809 | 37653 | 46023 | 76784 | 288649 | 665635 | 1119718 | https://images.gr-assets.com/books/1372847500m/5907.jpg | https://images.gr-assets.com/books/1372847500s/5907.jpg |
| 7 | 8 | 5107 | 5107 | 3036731 | 360 | 316769177 | 9.780317e+12 | J.D. Salinger | 1951.0 | The Catcher in the Rye | The Catcher in the Rye | eng | 3.79 | 2044241 | 2120637 | 44920 | 109383 | 185520 | 455042 | 661516 | 709176 | https://images.gr-assets.com/books/1398034300m/5107.jpg | https://images.gr-assets.com/books/1398034300s/5107.jpg |
| 8 | 9 | 960 | 960 | 3338963 | 311 | 1416524797 | 9.781417e+12 | Dan Brown | 2000.0 | Angels & Demons | Angels & Demons (Robert Langdon, #1) | en-CA | 3.85 | 2001311 | 2078754 | 25112 | 77841 | 145740 | 458429 | 716569 | 680175 | https://images.gr-assets.com/books/1303390735m/960.jpg | https://images.gr-assets.com/books/1303390735s/960.jpg |
| 9 | 10 | 1885 | 1885 | 3060926 | 3455 | 679783261 | 9.780680e+12 | Jane Austen | 1813.0 | Pride and Prejudice | Pride and Prejudice | eng | 4.24 | 2035490 | 2191465 | 49152 | 54700 | 86485 | 284852 | 609755 | 1155673 | https://images.gr-assets.com/books/1320399351m/1885.jpg | https://images.gr-assets.com/books/1320399351s/1885.jpg |
| book_id | goodreads_book_id | best_book_id | work_id | books_count | isbn | isbn13 | authors | original_publication_year | original_title | title | language_code | average_rating | ratings_count | work_ratings_count | work_text_reviews_count | ratings_1 | ratings_2 | ratings_3 | ratings_4 | ratings_5 | image_url | small_image_url | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9990 | 9991 | 101094 | 101094 | 1198275 | 37 | 385425139 | 9.780385e+12 | Ben Okri | 1991.0 | The Famished Road | The Famished Road | eng | 3.73 | 8251 | 8875 | 586 | 465 | 815 | 2046 | 2895 | 2654 | https://images.gr-assets.com/books/1344396715m/101094.jpg | https://images.gr-assets.com/books/1344396715s/101094.jpg |
| 9991 | 9992 | 13616278 | 13616278 | 19217996 | 26 | 575113294 | 9.780575e+12 | Miles Cameron | 2012.0 | The Red Knight | The Red Knight (The Traitor Son Cycle, #1) | eng | 4.12 | 8556 | 10102 | 742 | 232 | 491 | 1375 | 3712 | 4292 | https://images.gr-assets.com/books/1348037761m/13616278.jpg | https://images.gr-assets.com/books/1348037761s/13616278.jpg |
| 9992 | 9993 | 4936457 | 4936457 | 5002120 | 27 | 224079948 | 9.780224e+12 | Ian Mortimer | 2008.0 | The Time-Traveller's Guide to Medieval England: A Handbook for Visitors to the Fourteenth Century | The Time Traveller's Guide to Medieval England: A Handbook for Visitors to the Fourteenth Century | eng | 3.99 | 9824 | 12115 | 970 | 236 | 521 | 2497 | 4790 | 4071 | https://images.gr-assets.com/books/1328167619m/4936457.jpg | https://images.gr-assets.com/books/1328167619s/4936457.jpg |
| 9993 | 9994 | 4769651 | 4769651 | 4834466 | 2 | 810983559 | 9.780811e+12 | Michael Buckley, Peter Ferguson | 2009.0 | The Everafter War (The Sisters Grimm, #7) | The Everafter War (The Sisters Grimm, #7) | eng | 4.32 | 12493 | 12965 | 455 | 110 | 289 | 1745 | 3989 | 6832 | https://images.gr-assets.com/books/1388278230m/4769651.jpg | https://images.gr-assets.com/books/1388278230s/4769651.jpg |
| 9994 | 9995 | 15613 | 15613 | 2764239 | 199 | 1416523723 | 9.781417e+12 | Herman Melville | 1924.0 | Billy Budd, Sailor | Billy Budd, Sailor | eng | 3.09 | 10866 | 12110 | 681 | 1478 | 2225 | 3805 | 2985 | 1617 | https://s.gr-assets.com/assets/nophoto/book/111x148-bcc042a9c91a29c1d680899eff700a03.png | https://s.gr-assets.com/assets/nophoto/book/50x75-a91bf249278a81aabab721ef782c4a74.png |
| 9995 | 9996 | 7130616 | 7130616 | 7392860 | 19 | 441019455 | 9.780441e+12 | Ilona Andrews | 2010.0 | Bayou Moon | Bayou Moon (The Edge, #2) | eng | 4.09 | 17204 | 18856 | 1180 | 105 | 575 | 3538 | 7860 | 6778 | https://images.gr-assets.com/books/1307445460m/7130616.jpg | https://images.gr-assets.com/books/1307445460s/7130616.jpg |
| 9996 | 9997 | 208324 | 208324 | 1084709 | 19 | 067973371X | 9.780680e+12 | Robert A. Caro | 1990.0 | Means of Ascent | Means of Ascent (The Years of Lyndon Johnson, #2) | eng | 4.25 | 12582 | 12952 | 395 | 303 | 551 | 1737 | 3389 | 6972 | https://s.gr-assets.com/assets/nophoto/book/111x148-bcc042a9c91a29c1d680899eff700a03.png | https://s.gr-assets.com/assets/nophoto/book/50x75-a91bf249278a81aabab721ef782c4a74.png |
| 9997 | 9998 | 77431 | 77431 | 2393986 | 60 | 039330762X | 9.780393e+12 | Patrick O'Brian | 1977.0 | The Mauritius Command | The Mauritius Command | eng | 4.35 | 9421 | 10733 | 374 | 11 | 111 | 1191 | 4240 | 5180 | https://images.gr-assets.com/books/1455373531m/77431.jpg | https://images.gr-assets.com/books/1455373531s/77431.jpg |
| 9998 | 9999 | 8565083 | 8565083 | 13433613 | 7 | 61711527 | 9.780062e+12 | Peggy Orenstein | 2011.0 | Cinderella Ate My Daughter: Dispatches from the Frontlines of the New Girlie-Girl Culture | Cinderella Ate My Daughter: Dispatches from the Frontlines of the New Girlie-Girl Culture | eng | 3.65 | 11279 | 11994 | 1988 | 275 | 1002 | 3765 | 4577 | 2375 | https://images.gr-assets.com/books/1279214118m/8565083.jpg | https://images.gr-assets.com/books/1279214118s/8565083.jpg |
| 9999 | 10000 | 8914 | 8914 | 11817 | 31 | 375700455 | 9.780376e+12 | John Keegan | 1998.0 | The First World War | The First World War | NaN | 4.00 | 9162 | 9700 | 364 | 117 | 345 | 2031 | 4138 | 3069 | https://images.gr-assets.com/books/1403194704m/8914.jpg | https://images.gr-assets.com/books/1403194704s/8914.jpg |